Analysis, retrieval and layout for digital photobooks:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Edewecht
OlWIR, Oldenburger Verl. für Wirtschaft, Informatik und Recht
2014
|
| Series: | Oldenburg computer science series
28 |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | XII, 160 S. Ill., graph. Darst. |
| ISBN: | 9783955990022 |
Staff View
MARC
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| 245 | 1 | 0 | |a Analysis, retrieval and layout for digital photobooks |c Philipp Sandhaus |
| 264 | 1 | |a Edewecht |b OlWIR, Oldenburger Verl. für Wirtschaft, Informatik und Recht |c 2014 | |
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Record in the Search Index
| _version_ | 1809769616485908480 |
|---|---|
| adam_text |
1
Introduction
1
1.1
Scenarios
.
З
1.2
Challenges
. 5
1.2.1
Understanding the User
. 5
1.2.2
Understanding the Content
. 6
1.2.3
Assisting the User
. 6
1.3
Contributions to the Scientific Community
. 7
1.4
Thesis Organization
. 8
2
Approach
9
2.1
Photo Usage
W
. 9
2.2
Large-scale
Photobook
Analysis 4~5.
'. 10
2.3
Photo Analysis
W
. 10
2.4
Photo Retrieval
\/J^J
.
li
2.5 Photobook
Layout ;v9y
.
Π
3
Related Work
13
3.1
The Nature of Digital Photos
. 15
3.1.1
Studying Photo Usage
. 15
3.1.2
Describing and Capturing Photo Usage
. 17
3.1.3
Photo Semantics
. 17
3.1.4
Photo Metadata Standards
. 18
3.1.5
Photos and the Semantic Web
. 20
3.2
Semantic Photo Analysis
. 21
3.2.1
Content-based Analysis
. 21
3.2.2
Context-based Analysis
. 22
3.2.3
Photo Assessment
. 23
3.3
Large Photo Collections
. 25
3.3.1
Web Image Retrieval
. 25
3.3.2
Social Photo Repositories
. 26
3.3.3
Personal Photo Collections
. 27
3.3.4
Algorithms and Frameworks for Large Scale Analysis
. 27
3.3.5
Evaluation and Test Sets
. 28
3.4
Applications
. 29
3.4Л
Photo Management
. 29
X
Contents
3.4.2 Mobile Photo Applications. 31
3.4.3
End
User Applications. 31
3.5 Photobook Layout. 32
4 Photo
Usage for Semantic
Image
Understanding
35
4.1
Forms of Photo Usage
. 36
4.2
Photo Annotation from Photo Usage
. 39
4.3
Examining Photo Usages (Photo Slideshow)
. 40
4.4
Summary
. 44
5
Structural and Semantic Analysis of Photobooks
47
5.1
Digital Photobooks
. 48
5.1.1
Analysis Concept
. 48
5.1.2
Test Data Set
. 50
5.2
Structural Analysis
. 51
5.2.1
Structural
Photobook
Model
. 51
5.2.2
Album Level
. 53
5.2.3
Page Level
. 55
5.2.4
Texts
. 57
5.2.5
Authoring Process
. 57
5.3 Photobook
type classification
. 58
5.3.1
Ground-Truth Determination
. 59
5.3.2
Discussion and Classifier Training
. 61
5.4
Sub-Album classification
. 61
5.4.1
Assumptions on the Data Set
. 61
5.4.2
Ground-Truth Determination
. 62
5.4.3
Analysis
. 63
5.4.4
Discussion
. 65
5.5
Semantic
Photobook
Analysis
. 65
5.5.1
Socialness
. 65
5.5.2
Intimacy
. 67
5.5.3
Expressiveness
. 68
5.5.4
Vividness
. 69
5.6
Summary
. 71
6 Multimodal
Semantic Photo Analysis
73
6.1
Objectives and Approach
. 73
6.2
Photo Analysis Framework MetaXa
. 74
6.2.1
Architecture
. 74
XI
6.2.2
Components in MetaXa
. 75
6.3
Content-based Analysis
. 76
6.3.1
Edge Histogram
. 77
6.3.2
Similarity Analysis
. 77
6.3.3
Saliency Map
. 78
6.3.4
Face Detection
. 81
6.4
Context-based Analysis
. 81
6.4.1
Photo Header Metadata Extraction
. 81
6.4.2
Social Network Derivation
. 81
6.5
Higher Level Semantics Derivation
. 83
6.5.1
Exposure Analysis
. 83
6.5.2
In- and Outdoor Derivation
. 84
6.5.3 Lightstatus
Enrichment
. 85
6.5.4
Importance Map
. 85
6.6
Summary
. 86
7
Retrieval
89
7.1
Event Rating
. 90
7.2
Single Photo Rating
. 92
7.3
Combination and Selection
. 95
7.4
Summary
. 97
8
Augmentation
99
8.1
Rule-based Content Augmentation
. 100
8.2
Augmentation Rules
. 101
8.3
Integration into
Photobook
Creation Process
. 104
8.4
Summary
. 106
9
Design and Layout
109
9.1
Aesthetic Principles for Photobooks
.
Ill
9.1.1
Principles of Layout and Design
.
Ill
9.1.2
Professionally Authored Photo Albums
. 114
9.2
Automatic Photo Album Layout
. 115
9.2.1
Preprocessing
. 116
9.2.2
Content Distribution
. 117
9.2.3
Background Layout
. 118
9.2.4
High-Level Foreground Layout
. 120
9.2.5
Detailed Foreground Layout
. 123
9.3
Application
. 125
ХИ
_Contents
9.3.1 Photo Blogs. 126
9.3.2
Web-based Authoring Tool
. 127
9.4
Summary
. 128
10
Conclusions
129
10.1
Summary
. 129
10.2
Results and Contribution
. 130
10.3
Directions for Future Work
. 131
Figures
135
Bibliography
139 |
| any_adam_object | 1 |
| author | Sandhaus, Philipp |
| author_facet | Sandhaus, Philipp |
| author_role | aut |
| author_sort | Sandhaus, Philipp |
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| bvnumber | BV041838125 |
| classification_rvk | ST 330 |
| ctrlnum | (OCoLC)867873090 (DE-599)DNB1045791520 |
| dewey-full | 006.6 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.6 |
| dewey-search | 006.6 |
| dewey-sort | 16.6 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Thesis Book |
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| indexdate | 2024-09-10T01:13:21Z |
| institution | BVB |
| isbn | 9783955990022 |
| language | English |
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| physical | XII, 160 S. Ill., graph. Darst. |
| publishDate | 2014 |
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| publisher | OlWIR, Oldenburger Verl. für Wirtschaft, Informatik und Recht |
| record_format | marc |
| series | Oldenburg computer science series |
| series2 | Oldenburg computer science series |
| spelling | Sandhaus, Philipp Verfasser aut Analysis, retrieval and layout for digital photobooks Philipp Sandhaus Edewecht OlWIR, Oldenburger Verl. für Wirtschaft, Informatik und Recht 2014 XII, 160 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Oldenburg computer science series 28 Zugl.: Oldenburg, Univ., Diss., 2012 Digitale Fotografie (DE-588)4763160-0 gnd rswk-swf Fotoalbum (DE-588)4219550-0 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Digitale Fotografie (DE-588)4763160-0 s Fotoalbum (DE-588)4219550-0 s DE-604 Oldenburg computer science series 28 (DE-604)BV025592182 28 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4555057&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027282846&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sandhaus, Philipp Analysis, retrieval and layout for digital photobooks Oldenburg computer science series Digitale Fotografie (DE-588)4763160-0 gnd Fotoalbum (DE-588)4219550-0 gnd |
| subject_GND | (DE-588)4763160-0 (DE-588)4219550-0 (DE-588)4113937-9 |
| title | Analysis, retrieval and layout for digital photobooks |
| title_auth | Analysis, retrieval and layout for digital photobooks |
| title_exact_search | Analysis, retrieval and layout for digital photobooks |
| title_full | Analysis, retrieval and layout for digital photobooks Philipp Sandhaus |
| title_fullStr | Analysis, retrieval and layout for digital photobooks Philipp Sandhaus |
| title_full_unstemmed | Analysis, retrieval and layout for digital photobooks Philipp Sandhaus |
| title_short | Analysis, retrieval and layout for digital photobooks |
| title_sort | analysis retrieval and layout for digital photobooks |
| topic | Digitale Fotografie (DE-588)4763160-0 gnd Fotoalbum (DE-588)4219550-0 gnd |
| topic_facet | Digitale Fotografie Fotoalbum Hochschulschrift |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4555057&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027282846&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV025592182 |
| work_keys_str_mv | AT sandhausphilipp analysisretrievalandlayoutfordigitalphotobooks |